Composite case study

How a 40-person financial services firm deployed AI across 4 functions.

A registered investment advisor (RIA) with 40 people serving HNW clients. AI deployment was complicated by compliance and client-confidentiality requirements. After a Treetop Implementation engagement, AI workflows were operational across 4 functions. Here is how.

35%
reduction in admin time across the firm, redirected to client-facing work

Composite case study: a synthesis of patterns we have seen repeatedly across similar engagements. Specific names, numbers, and details are illustrative; the patterns and outcomes reflect real client results.

By Bill Colbert · Founder, Treetop Growth Strategy
Published May 2026 · More from the library
The starting situation

Before

Company stage: 40-person RIA, $2.1B AUM, serving HNW and family office clients.

AI position: Cautious. Compliance team had blocked previous AI deployment attempts. Advisors worried about client confidentiality.

Pain: Admin work consuming 30% of advisor time. Client communications generic. Marketing content production stalled.

The Treetop ask: Deploy AI within strict compliance constraints; produce measurable outcomes; do not create regulatory risk.

The intervention

What Treetop built

Phase 1 (weeks 1-3): Compliance posture built. Claude Enterprise procurement, written AI policy, SOC2 considerations, client consent language updated.

Phase 2 (weeks 4-6): Advisor productivity workflows. Client meeting prep briefs, planning narrative drafts (compliance-reviewed), market commentary at scale.

Phase 3 (weeks 7-9): Marketing workflows. Blog content, social media, newsletter — all compliance-reviewed but produced 5x faster.

Phase 4 (weeks 10-12): Compliance team workflows. AI-assisted vendor security questionnaires, marketing review acceleration, regulatory documentation.

What changed

By function

Advisors: Client meeting prep time dropped from 90 minutes to 25. Personalized communications scaled across more clients without quality drop.

Marketing: Content output up 4x with same team. Compliance review faster because briefs were better-structured.

Compliance: Vendor security questionnaires (previously a 2-week bottleneck) responded to in 2 days.

Operations: Standard policies and procedures updated and consistent across the firm for the first time.

The lasting changes

12 months later

Advisor capacity: Each advisor now serves 20-30% more client households without degradation in service quality.

Client communications quality: Measurable improvement in client engagement metrics (open rates, response rates on communications).

New client acquisition: Marketing-sourced new client growth up 60% year over year.

Investment: $25,000 customized Implementation + $4,800/month Claude Enterprise. Total first-year cost: ~$83,000. Estimated time-cost value recovered: ~$1.2M in advisor capacity unlocked.

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